Creator of 💎 ContextGem. AI/ML/NLP engineer.

github

Sergii Shcherbak  • Peerlist

ContextGem is a free, open-source LLM framework that makes it radically easier to extract structured data and insights from documents — with minimal code.<h3>💡Why ContextGem?</h3>Most LLM frameworks require repetitive boilerplate to extract even basic fields. ContextGem eliminates that with powerful abstractions that handle dynamic prompt generation, data validation, and reference tracking — so you can focus on what matters.<h3>✨ Key Features</h3><ul><li>Automated dynamic prompts</li><li>Automatic data modeling &amp; validation</li><li>Granular reference mapping (paragraph/sentence level)</li><li>Justification for every extraction</li><li>Neural segmentation (SaT)</li><li>Supports most LLM providers</li></ul><h3>📄 DOCX converter</h3>v0.2.0 now provides native DOCX converter to easily transform DOCX files into LLM-ready data:<ul><li>Extracts information that other open-source tools often do not capture: misaligned tables, comments, footnotes, textboxes, headers/footers, and embedded images</li><li>Preserves document structure with rich metadata for improved LLM analysis</li></ul>👉 <a target="_blank" rel="noopener noreferrer" class="break-all link-break text-gray-500 hover:underline" href="https://github.com/shcherbak-ai/contextgem">Explore all features in the README</a>If you find ContextGem useful, please support the project by sharing it with fellow developers and give it a ⭐